Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 8892 |
| Missing cells | 2462 |
| Missing cells (%) | 1.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.2 MiB |
| Average record size in memory | 613.1 B |
Variable types
| CAT | 10 |
|---|---|
| NUM | 7 |
| BOOL | 2 |
periodtype has constant value "8892" | Constant |
pertypdesc has constant value "8892" | Constant |
period has constant value "8892" | Constant |
areaname has a high cardinality: 73 distinct values | High cardinality |
area is highly correlated with areatype | High correlation |
areatype is highly correlated with area | High correlation |
population is highly correlated with stfips | High correlation |
stfips is highly correlated with population | High correlation |
statename is highly correlated with stateabbrv and 4 other fields | High correlation |
stateabbrv is highly correlated with statename and 4 other fields | High correlation |
stfips is highly correlated with stateabbrv and 4 other fields | High correlation |
areatyname is highly correlated with stateabbrv and 4 other fields | High correlation |
areaname is highly correlated with stateabbrv and 4 other fields | High correlation |
areatype is highly correlated with stateabbrv and 4 other fields | High correlation |
incsource is highly correlated with incdesc and 1 other fields | High correlation |
incdesc is highly correlated with incsource and 1 other fields | High correlation |
incsrcdesc is highly correlated with incdesc and 1 other fields | High correlation |
incrank has 390 (4.4%) missing values | Missing |
population has 390 (4.4%) missing values | Missing |
releasedate has 1682 (18.9%) missing values | Missing |
area has 448 (5.0%) zeros | Zeros |
incrank has 211 (2.4%) zeros | Zeros |
Reproduction
| Analysis started | 2020-12-12 20:11:30.962036 |
|---|---|
| Analysis finished | 2020-12-12 20:11:37.403580 |
| Duration | 6.44 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| CO | |
|---|---|
| US | 221 |
| Value | Count | Frequency (%) | |
| CO | 8671 | 97.5% | |
| US | 221 | 2.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| C | 8671 | 48.8% | |
| O | 8671 | 48.8% | |
| U | 221 | 1.2% | |
| S | 221 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 17784 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 8671 | 48.8% | |
| O | 8671 | 48.8% | |
| U | 221 | 1.2% | |
| S | 221 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 17784 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| C | 8671 | 48.8% | |
| O | 8671 | 48.8% | |
| U | 221 | 1.2% | |
| S | 221 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 17784 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| C | 8671 | 48.8% | |
| O | 8671 | 48.8% | |
| U | 221 | 1.2% | |
| S | 221 | 1.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| Colorado | |
|---|---|
| U.S.A. | 221 |
| Value | Count | Frequency (%) | |
| Colorado | 8671 | 97.5% | |
| U.S.A. | 221 | 2.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.950292398 |
| Min length | 6 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 26013 | 36.8% | |
| C | 8671 | 12.3% | |
| l | 8671 | 12.3% | |
| r | 8671 | 12.3% | |
| a | 8671 | 12.3% | |
| d | 8671 | 12.3% | |
| . | 663 | 0.9% | |
| U | 221 | 0.3% | |
| S | 221 | 0.3% | |
| A | 221 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 60697 | 85.9% | |
| Uppercase Letter | 9334 | 13.2% | |
| Other Punctuation | 663 | 0.9% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 8671 | 92.9% | |
| U | 221 | 2.4% | |
| S | 221 | 2.4% | |
| A | 221 | 2.4% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 663 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 26013 | 42.9% | |
| l | 8671 | 14.3% | |
| r | 8671 | 14.3% | |
| a | 8671 | 14.3% | |
| d | 8671 | 14.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 70031 | 99.1% | |
| Common | 663 | 0.9% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 26013 | 37.1% | |
| C | 8671 | 12.4% | |
| l | 8671 | 12.4% | |
| r | 8671 | 12.4% | |
| a | 8671 | 12.4% | |
| d | 8671 | 12.4% | |
| U | 221 | 0.3% | |
| S | 221 | 0.3% | |
| A | 221 | 0.3% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| . | 663 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 70694 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 26013 | 36.8% | |
| C | 8671 | 12.3% | |
| l | 8671 | 12.3% | |
| r | 8671 | 12.3% | |
| a | 8671 | 12.3% | |
| d | 8671 | 12.3% | |
| . | 663 | 0.9% | |
| U | 221 | 0.3% | |
| S | 221 | 0.3% | |
| A | 221 | 0.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| 8 | |
|---|---|
| 0 | 221 |
| Value | Count | Frequency (%) | |
| 8 | 8671 | 97.5% | |
| 0 | 221 | 2.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 8 | 8671 | 97.5% | |
| 0 | 221 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 8892 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 8 | 8671 | 97.5% | |
| 0 | 221 | 2.5% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 8892 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 8 | 8671 | 97.5% | |
| 0 | 221 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 8892 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 8 | 8671 | 97.5% | |
| 0 | 221 | 2.5% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| County | |
|---|---|
| Metropolitan Statistical Area | 644 |
| State | 227 |
| United States | 221 |
| Value | Count | Frequency (%) | |
| County | 7800 | 87.7% | |
| Metropolitan Statistical Area | 644 | 7.2% | |
| State | 227 | 2.6% | |
| United States | 221 | 2.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 29 |
|---|---|
| Median length | 6 |
| Mean length | 7.814215025 |
| Min length | 5 |
Most occurring characters
| Value | Count | Frequency (%) | |
| t | 12137 | 17.5% | |
| o | 9088 | 13.1% | |
| n | 8665 | 12.5% | |
| C | 7800 | 11.2% | |
| u | 7800 | 11.2% | |
| y | 7800 | 11.2% | |
| a | 3024 | 4.4% | |
| i | 2153 | 3.1% | |
| e | 1957 | 2.8% | |
| 1509 | 2.2% | ||
| r | 1288 | 1.9% | |
| l | 1288 | 1.9% | |
| S | 1092 | 1.6% | |
| s | 865 | 1.2% | |
| M | 644 | 0.9% | |
| p | 644 | 0.9% | |
| c | 644 | 0.9% | |
| A | 644 | 0.9% | |
| U | 221 | 0.3% | |
| d | 221 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 57574 | 82.9% | |
| Uppercase Letter | 10401 | 15.0% | |
| Space Separator | 1509 | 2.2% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 7800 | 75.0% | |
| S | 1092 | 10.5% | |
| M | 644 | 6.2% | |
| A | 644 | 6.2% | |
| U | 221 | 2.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| t | 12137 | 21.1% | |
| o | 9088 | 15.8% | |
| n | 8665 | 15.1% | |
| u | 7800 | 13.5% | |
| y | 7800 | 13.5% | |
| a | 3024 | 5.3% | |
| i | 2153 | 3.7% | |
| e | 1957 | 3.4% | |
| r | 1288 | 2.2% | |
| l | 1288 | 2.2% | |
| s | 865 | 1.5% | |
| p | 644 | 1.1% | |
| c | 644 | 1.1% | |
| d | 221 | 0.4% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 1509 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 67975 | 97.8% | |
| Common | 1509 | 2.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| t | 12137 | 17.9% | |
| o | 9088 | 13.4% | |
| n | 8665 | 12.7% | |
| C | 7800 | 11.5% | |
| u | 7800 | 11.5% | |
| y | 7800 | 11.5% | |
| a | 3024 | 4.4% | |
| i | 2153 | 3.2% | |
| e | 1957 | 2.9% | |
| r | 1288 | 1.9% | |
| l | 1288 | 1.9% | |
| S | 1092 | 1.6% | |
| s | 865 | 1.3% | |
| M | 644 | 0.9% | |
| p | 644 | 0.9% | |
| c | 644 | 0.9% | |
| A | 644 | 0.9% | |
| U | 221 | 0.3% | |
| d | 221 | 0.3% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1509 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 69484 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| t | 12137 | 17.5% | |
| o | 9088 | 13.1% | |
| n | 8665 | 12.5% | |
| C | 7800 | 11.2% | |
| u | 7800 | 11.2% | |
| y | 7800 | 11.2% | |
| a | 3024 | 4.4% | |
| i | 2153 | 3.1% | |
| e | 1957 | 2.8% | |
| 1509 | 2.2% | ||
| r | 1288 | 1.9% | |
| l | 1288 | 1.9% | |
| S | 1092 | 1.6% | |
| s | 865 | 1.2% | |
| M | 644 | 0.9% | |
| p | 644 | 0.9% | |
| c | 644 | 0.9% | |
| A | 644 | 0.9% | |
| U | 221 | 0.3% | |
| d | 221 | 0.3% |
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| Colorado | 227 |
|---|---|
| United States | 221 |
| Morgan County | 122 |
| Pueblo County | 122 |
| Dolores County | 122 |
| Other values (68) |
| Value | Count | Frequency (%) | |
| Colorado | 227 | 2.6% | |
| United States | 221 | 2.5% | |
| Morgan County | 122 | 1.4% | |
| Pueblo County | 122 | 1.4% | |
| Dolores County | 122 | 1.4% | |
| Phillips County | 122 | 1.4% | |
| Grand County | 122 | 1.4% | |
| Mesa County | 122 | 1.4% | |
| Crowley County | 122 | 1.4% | |
| La Plata County | 122 | 1.4% | |
| Hinsdale County | 122 | 1.4% | |
| Summit County | 122 | 1.4% | |
| Washington County | 122 | 1.4% | |
| Montezuma County | 122 | 1.4% | |
| Baca County | 122 | 1.4% | |
| Chaffee County | 122 | 1.4% | |
| Mineral County | 122 | 1.4% | |
| Cheyenne County | 122 | 1.4% | |
| Rio Blanco County | 122 | 1.4% | |
| San Miguel County | 122 | 1.4% | |
| Bent County | 122 | 1.4% | |
| Yuma County | 122 | 1.4% | |
| Garfield County | 122 | 1.4% | |
| Adams County | 122 | 1.4% | |
| Otero County | 122 | 1.4% | |
| Other values (48) | 5638 | 63.4% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 25 |
|---|---|
| Median length | 14 |
| Mean length | 14.00933423 |
| Min length | 8 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 13839 | 11.1% | |
| n | 12753 | 10.2% | |
| t | 10935 | 8.8% | |
| 10223 | 8.2% | ||
| u | 9998 | 8.0% | |
| C | 9309 | 7.5% | |
| y | 8258 | 6.6% | |
| e | 6538 | 5.2% | |
| a | 6428 | 5.2% | |
| r | 4585 | 3.7% | |
| l | 4279 | 3.4% | |
| i | 3295 | 2.6% | |
| s | 2845 | 2.3% | |
| d | 1906 | 1.5% | |
| S | 1567 | 1.3% | |
| M | 1498 | 1.2% | |
| A | 1346 | 1.1% | |
| m | 1304 | 1.0% | |
| g | 1160 | 0.9% | |
| f | 1090 | 0.9% | |
| c | 946 | 0.8% | |
| P | 946 | 0.8% | |
| L | 916 | 0.7% | |
| h | 854 | 0.7% | |
| G | 794 | 0.6% | |
| Other values (21) | 6959 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 93577 | 75.1% | |
| Uppercase Letter | 20495 | 16.5% | |
| Space Separator | 10223 | 8.2% | |
| Dash Punctuation | 276 | 0.2% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 9309 | 45.4% | |
| S | 1567 | 7.6% | |
| M | 1498 | 7.3% | |
| A | 1346 | 6.6% | |
| P | 946 | 4.6% | |
| L | 916 | 4.5% | |
| G | 794 | 3.9% | |
| B | 694 | 3.4% | |
| D | 580 | 2.8% | |
| J | 458 | 2.2% | |
| E | 366 | 1.8% | |
| R | 366 | 1.8% | |
| H | 244 | 1.2% | |
| K | 244 | 1.2% | |
| O | 244 | 1.2% | |
| W | 244 | 1.2% | |
| U | 221 | 1.1% | |
| F | 214 | 1.0% | |
| T | 122 | 0.6% | |
| Y | 122 | 0.6% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 13839 | 14.8% | |
| n | 12753 | 13.6% | |
| t | 10935 | 11.7% | |
| u | 9998 | 10.7% | |
| y | 8258 | 8.8% | |
| e | 6538 | 7.0% | |
| a | 6428 | 6.9% | |
| r | 4585 | 4.9% | |
| l | 4279 | 4.6% | |
| i | 3295 | 3.5% | |
| s | 2845 | 3.0% | |
| d | 1906 | 2.0% | |
| m | 1304 | 1.4% | |
| g | 1160 | 1.2% | |
| f | 1090 | 1.2% | |
| c | 946 | 1.0% | |
| h | 854 | 0.9% | |
| k | 732 | 0.8% | |
| w | 488 | 0.5% | |
| p | 458 | 0.5% | |
| b | 336 | 0.4% | |
| v | 306 | 0.3% | |
| j | 122 | 0.1% | |
| z | 122 | 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 10223 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 276 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 114072 | 91.6% | |
| Common | 10499 | 8.4% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 13839 | 12.1% | |
| n | 12753 | 11.2% | |
| t | 10935 | 9.6% | |
| u | 9998 | 8.8% | |
| C | 9309 | 8.2% | |
| y | 8258 | 7.2% | |
| e | 6538 | 5.7% | |
| a | 6428 | 5.6% | |
| r | 4585 | 4.0% | |
| l | 4279 | 3.8% | |
| i | 3295 | 2.9% | |
| s | 2845 | 2.5% | |
| d | 1906 | 1.7% | |
| S | 1567 | 1.4% | |
| M | 1498 | 1.3% | |
| A | 1346 | 1.2% | |
| m | 1304 | 1.1% | |
| g | 1160 | 1.0% | |
| f | 1090 | 1.0% | |
| c | 946 | 0.8% | |
| P | 946 | 0.8% | |
| L | 916 | 0.8% | |
| h | 854 | 0.7% | |
| G | 794 | 0.7% | |
| k | 732 | 0.6% | |
| Other values (19) | 5951 | 5.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 10223 | 97.4% | ||
| - | 276 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 124571 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 13839 | 11.1% | |
| n | 12753 | 10.2% | |
| t | 10935 | 8.8% | |
| 10223 | 8.2% | ||
| u | 9998 | 8.0% | |
| C | 9309 | 7.5% | |
| y | 8258 | 6.6% | |
| e | 6538 | 5.2% | |
| a | 6428 | 5.2% | |
| r | 4585 | 3.7% | |
| l | 4279 | 3.4% | |
| i | 3295 | 2.6% | |
| s | 2845 | 2.3% | |
| d | 1906 | 1.5% | |
| S | 1567 | 1.3% | |
| M | 1498 | 1.2% | |
| A | 1346 | 1.1% | |
| m | 1304 | 1.0% | |
| g | 1160 | 0.9% | |
| f | 1090 | 0.9% | |
| c | 946 | 0.8% | |
| P | 946 | 0.8% | |
| L | 916 | 0.7% | |
| h | 854 | 0.7% | |
| G | 794 | 0.6% | |
| Other values (21) | 6959 | 5.6% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| 4 | |
|---|---|
| 21 | 644 |
| 1 | 227 |
| 0 | 221 |
| Value | Count | Frequency (%) | |
| 4 | 7800 | 87.7% | |
| 21 | 644 | 7.2% | |
| 1 | 227 | 2.6% | |
| 0 | 221 | 2.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.072424651 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 4 | 7800 | 81.8% | |
| 1 | 871 | 9.1% | |
| 2 | 644 | 6.8% | |
| 0 | 221 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 9536 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 4 | 7800 | 81.8% | |
| 1 | 871 | 9.1% | |
| 2 | 644 | 6.8% | |
| 0 | 221 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 9536 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 4 | 7800 | 81.8% | |
| 1 | 871 | 9.1% | |
| 2 | 644 | 6.8% | |
| 0 | 221 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 9536 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 4 | 7800 | 81.8% | |
| 1 | 871 | 9.1% | |
| 2 | 644 | 6.8% | |
| 0 | 221 | 2.3% |
| Distinct | 72 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1740.473909 |
|---|---|
| Minimum | 0 |
| Maximum | 39380 |
| Zeros | 448 |
| Zeros (%) | 5.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 27 |
| median | 63 |
| Q3 | 101 |
| 95-th percentile | 19740 |
| Maximum | 39380 |
| Range | 39380 |
| Interquartile range (IQR) | 74 |
Descriptive statistics
| Standard deviation | 6337.988252 |
|---|---|
| Coefficient of variation (CV) | 3.641530171 |
| Kurtosis | 15.78066892 |
| Mean | 1740.473909 |
| Median Absolute Deviation (MAD) | 36 |
| Skewness | 3.961619164 |
| Sum | 15476294 |
| Variance | 40170095.08 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 448 | 5.0% | |
| 59 | 122 | 1.4% | |
| 11 | 122 | 1.4% | |
| 19 | 122 | 1.4% | |
| 27 | 122 | 1.4% | |
| 35 | 122 | 1.4% | |
| 43 | 122 | 1.4% | |
| 51 | 122 | 1.4% | |
| 67 | 122 | 1.4% | |
| 13 | 122 | 1.4% | |
| 75 | 122 | 1.4% | |
| 83 | 122 | 1.4% | |
| 91 | 122 | 1.4% | |
| 99 | 122 | 1.4% | |
| 107 | 122 | 1.4% | |
| 115 | 122 | 1.4% | |
| 3 | 122 | 1.4% | |
| 121 | 122 | 1.4% | |
| 113 | 122 | 1.4% | |
| 105 | 122 | 1.4% | |
| 97 | 122 | 1.4% | |
| 89 | 122 | 1.4% | |
| 81 | 122 | 1.4% | |
| 73 | 122 | 1.4% | |
| 65 | 122 | 1.4% | |
| Other values (47) | 5516 | 62.0% |
| Value | Count | Frequency (%) | |
| 0 | 448 | 5.0% | |
| 1 | 122 | 1.4% | |
| 3 | 122 | 1.4% | |
| 5 | 122 | 1.4% | |
| 7 | 122 | 1.4% | |
| 9 | 122 | 1.4% | |
| 11 | 122 | 1.4% | |
| 13 | 122 | 1.4% | |
| 14 | 114 | 1.3% | |
| 15 | 122 | 1.4% |
| Value | Count | Frequency (%) | |
| 39380 | 92 | 1.0% | |
| 24540 | 92 | 1.0% | |
| 24300 | 92 | 1.0% | |
| 22660 | 92 | 1.0% | |
| 19740 | 92 | 1.0% | |
| 17820 | 92 | 1.0% | |
| 14500 | 92 | 1.0% | |
| 125 | 122 | 1.4% | |
| 123 | 122 | 1.4% | |
| 121 | 122 | 1.4% |
periodyear
Real number (ℝ≥0)
| Distinct | 89 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1994.100765 |
|---|---|
| Minimum | 1929 |
| Maximum | 2017 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 1929 |
|---|---|
| 5-th percentile | 1970 |
| Q1 | 1983 |
| median | 1996 |
| Q3 | 2007 |
| 95-th percentile | 2015 |
| Maximum | 2017 |
| Range | 88 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 15.11504904 |
|---|---|
| Coefficient of variation (CV) | 0.007579882276 |
| Kurtosis | 0.3524149794 |
| Mean | 1994.100765 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.6190983632 |
| Sum | 17731544 |
| Variance | 228.4647075 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 2009 | 216 | 2.4% | |
| 2008 | 216 | 2.4% | |
| 2010 | 216 | 2.4% | |
| 2011 | 215 | 2.4% | |
| 2012 | 215 | 2.4% | |
| 2013 | 215 | 2.4% | |
| 2014 | 215 | 2.4% | |
| 2001 | 212 | 2.4% | |
| 2002 | 212 | 2.4% | |
| 2006 | 212 | 2.4% | |
| 2003 | 212 | 2.4% | |
| 2007 | 212 | 2.4% | |
| 2004 | 212 | 2.4% | |
| 2005 | 212 | 2.4% | |
| 1993 | 211 | 2.4% | |
| 1995 | 211 | 2.4% | |
| 2000 | 211 | 2.4% | |
| 1998 | 211 | 2.4% | |
| 1990 | 211 | 2.4% | |
| 1999 | 211 | 2.4% | |
| 1989 | 211 | 2.4% | |
| 1997 | 211 | 2.4% | |
| 2015 | 201 | 2.3% | |
| 2016 | 197 | 2.2% | |
| 1985 | 148 | 1.7% | |
| Other values (64) | 3666 | 41.2% |
| Value | Count | Frequency (%) | |
| 1929 | 4 | < 0.1% | |
| 1930 | 4 | < 0.1% | |
| 1931 | 4 | < 0.1% | |
| 1932 | 4 | < 0.1% | |
| 1933 | 4 | < 0.1% | |
| 1934 | 4 | < 0.1% | |
| 1935 | 4 | < 0.1% | |
| 1936 | 4 | < 0.1% | |
| 1937 | 4 | < 0.1% | |
| 1938 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2017 | 132 | 1.5% | |
| 2016 | 197 | 2.2% | |
| 2015 | 201 | 2.3% | |
| 2014 | 215 | 2.4% | |
| 2013 | 215 | 2.4% | |
| 2012 | 215 | 2.4% | |
| 2011 | 215 | 2.4% | |
| 2010 | 216 | 2.4% | |
| 2009 | 216 | 2.4% | |
| 2008 | 216 | 2.4% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| 1 |
|---|
| Value | Count | Frequency (%) | |
| 1 | 8892 | 100.0% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| Annual |
|---|
| Value | Count | Frequency (%) | |
| Annual | 8892 | 100.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Most occurring characters
| Value | Count | Frequency (%) | |
| n | 17784 | 33.3% | |
| A | 8892 | 16.7% | |
| u | 8892 | 16.7% | |
| a | 8892 | 16.7% | |
| l | 8892 | 16.7% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 44460 | 83.3% | |
| Uppercase Letter | 8892 | 16.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 8892 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 17784 | 40.0% | |
| u | 8892 | 20.0% | |
| a | 8892 | 20.0% | |
| l | 8892 | 20.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 53352 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 17784 | 33.3% | |
| A | 8892 | 16.7% | |
| u | 8892 | 16.7% | |
| a | 8892 | 16.7% | |
| l | 8892 | 16.7% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 53352 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| n | 17784 | 33.3% | |
| A | 8892 | 16.7% | |
| u | 8892 | 16.7% | |
| a | 8892 | 16.7% | |
| l | 8892 | 16.7% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 8892 | 100.0% |
inctype
Real number (ℝ≥0)
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.782276203 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7649449563 |
|---|---|
| Coefficient of variation (CV) | 0.4291955169 |
| Kurtosis | 0.8252741754 |
| Mean | 1.782276203 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.7283468841 |
| Sum | 15848 |
| Variance | 0.5851407861 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 2 | 3636 | 40.9% | |
| 1 | 3636 | 40.9% | |
| 3 | 1588 | 17.9% | |
| 6 | 16 | 0.2% | |
| 5 | 16 | 0.2% |
| Value | Count | Frequency (%) | |
| 1 | 3636 | 40.9% | |
| 2 | 3636 | 40.9% | |
| 3 | 1588 | 17.9% | |
| 5 | 16 | 0.2% | |
| 6 | 16 | 0.2% |
| Value | Count | Frequency (%) | |
| 6 | 16 | 0.2% | |
| 5 | 16 | 0.2% | |
| 3 | 1588 | 17.9% | |
| 2 | 3636 | 40.9% | |
| 1 | 3636 | 40.9% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| Total Personal Income - Bureau of Economic Analysis | |
|---|---|
| Per Capita Personal Income - Bureau of Economic Analysis | |
| Median Household Income - United States Census | |
| Dividends, Interest, and Rent Income - Bureau of Economic Analysis | 16 |
| Transfer Payments - Bureau of Economic Analysis | 16 |
| Value | Count | Frequency (%) | |
| Total Personal Income - Bureau of Economic Analysis | 3636 | 40.9% | |
| Per Capita Personal Income - Bureau of Economic Analysis | 3636 | 40.9% | |
| Median Household Income - United States Census | 1588 | 17.9% | |
| Dividends, Interest, and Rent Income - Bureau of Economic Analysis | 16 | 0.2% | |
| Transfer Payments - Bureau of Economic Analysis | 16 | 0.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 66 |
|---|---|
| Median length | 51 |
| Mean length | 52.17139001 |
| Min length | 46 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 64308 | 13.9% | ||
| o | 44872 | 9.7% | |
| a | 36012 | 7.8% | |
| n | 35616 | 7.7% | |
| e | 35124 | 7.6% | |
| s | 28296 | 6.1% | |
| c | 23484 | 5.1% | |
| i | 21452 | 4.6% | |
| l | 19800 | 4.3% | |
| r | 18260 | 3.9% | |
| u | 17784 | 3.8% | |
| m | 16196 | 3.5% | |
| t | 12100 | 2.6% | |
| P | 10924 | 2.4% | |
| I | 8892 | 1.9% | |
| - | 8892 | 1.9% | |
| f | 7320 | 1.6% | |
| y | 7320 | 1.6% | |
| B | 7304 | 1.6% | |
| E | 7304 | 1.6% | |
| A | 7304 | 1.6% | |
| C | 5224 | 1.1% | |
| d | 4812 | 1.0% | |
| T | 3652 | 0.8% | |
| p | 3636 | 0.8% | |
| Other values (9) | 8020 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 333688 | 71.9% | |
| Space Separator | 64308 | 13.9% | |
| Uppercase Letter | 56988 | 12.3% | |
| Dash Punctuation | 8892 | 1.9% | |
| Other Punctuation | 32 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| P | 10924 | 19.2% | |
| I | 8892 | 15.6% | |
| B | 7304 | 12.8% | |
| E | 7304 | 12.8% | |
| A | 7304 | 12.8% | |
| C | 5224 | 9.2% | |
| T | 3652 | 6.4% | |
| M | 1588 | 2.8% | |
| H | 1588 | 2.8% | |
| U | 1588 | 2.8% | |
| S | 1588 | 2.8% | |
| D | 16 | < 0.1% | |
| R | 16 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 44872 | 13.4% | |
| a | 36012 | 10.8% | |
| n | 35616 | 10.7% | |
| e | 35124 | 10.5% | |
| s | 28296 | 8.5% | |
| c | 23484 | 7.0% | |
| i | 21452 | 6.4% | |
| l | 19800 | 5.9% | |
| r | 18260 | 5.5% | |
| u | 17784 | 5.3% | |
| m | 16196 | 4.9% | |
| t | 12100 | 3.6% | |
| f | 7320 | 2.2% | |
| y | 7320 | 2.2% | |
| d | 4812 | 1.4% | |
| p | 3636 | 1.1% | |
| h | 1588 | 0.5% | |
| v | 16 | < 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 64308 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 8892 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| , | 32 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 390676 | 84.2% | |
| Common | 73232 | 15.8% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 44872 | 11.5% | |
| a | 36012 | 9.2% | |
| n | 35616 | 9.1% | |
| e | 35124 | 9.0% | |
| s | 28296 | 7.2% | |
| c | 23484 | 6.0% | |
| i | 21452 | 5.5% | |
| l | 19800 | 5.1% | |
| r | 18260 | 4.7% | |
| u | 17784 | 4.6% | |
| m | 16196 | 4.1% | |
| t | 12100 | 3.1% | |
| P | 10924 | 2.8% | |
| I | 8892 | 2.3% | |
| f | 7320 | 1.9% | |
| y | 7320 | 1.9% | |
| B | 7304 | 1.9% | |
| E | 7304 | 1.9% | |
| A | 7304 | 1.9% | |
| C | 5224 | 1.3% | |
| d | 4812 | 1.2% | |
| T | 3652 | 0.9% | |
| p | 3636 | 0.9% | |
| M | 1588 | 0.4% | |
| H | 1588 | 0.4% | |
| Other values (6) | 4812 | 1.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 64308 | 87.8% | ||
| - | 8892 | 12.1% | |
| , | 32 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 463908 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 64308 | 13.9% | ||
| o | 44872 | 9.7% | |
| a | 36012 | 7.8% | |
| n | 35616 | 7.7% | |
| e | 35124 | 7.6% | |
| s | 28296 | 6.1% | |
| c | 23484 | 5.1% | |
| i | 21452 | 4.6% | |
| l | 19800 | 4.3% | |
| r | 18260 | 3.9% | |
| u | 17784 | 3.8% | |
| m | 16196 | 3.5% | |
| t | 12100 | 2.6% | |
| P | 10924 | 2.4% | |
| I | 8892 | 1.9% | |
| - | 8892 | 1.9% | |
| f | 7320 | 1.6% | |
| y | 7320 | 1.6% | |
| B | 7304 | 1.6% | |
| E | 7304 | 1.6% | |
| A | 7304 | 1.6% | |
| C | 5224 | 1.1% | |
| d | 4812 | 1.0% | |
| T | 3652 | 0.8% | |
| p | 3636 | 0.8% | |
| Other values (9) | 8020 | 1.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| 3 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 3 | 7304 | 82.1% | |
| 1 | 1588 | 17.9% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 3 | 7304 | 82.1% | |
| 1 | 1588 | 17.9% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 8892 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 3 | 7304 | 82.1% | |
| 1 | 1588 | 17.9% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 8892 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 3 | 7304 | 82.1% | |
| 1 | 1588 | 17.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 8892 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 3 | 7304 | 82.1% | |
| 1 | 1588 | 17.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| Bureau of Economic Analysis (BEA) | |
|---|---|
| Census |
| Value | Count | Frequency (%) | |
| Bureau of Economic Analysis (BEA) | 7304 | 82.1% | |
| Census | 1588 | 17.9% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 33 |
|---|---|
| Median length | 33 |
| Mean length | 28.17813765 |
| Min length | 6 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 29216 | 11.7% | ||
| o | 21912 | 8.7% | |
| s | 17784 | 7.1% | |
| u | 16196 | 6.5% | |
| n | 16196 | 6.5% | |
| B | 14608 | 5.8% | |
| a | 14608 | 5.8% | |
| E | 14608 | 5.8% | |
| c | 14608 | 5.8% | |
| i | 14608 | 5.8% | |
| A | 14608 | 5.8% | |
| e | 8892 | 3.5% | |
| r | 7304 | 2.9% | |
| f | 7304 | 2.9% | |
| m | 7304 | 2.9% | |
| l | 7304 | 2.9% | |
| y | 7304 | 2.9% | |
| ( | 7304 | 2.9% | |
| ) | 7304 | 2.9% | |
| C | 1588 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 161324 | 64.4% | |
| Uppercase Letter | 45412 | 18.1% | |
| Space Separator | 29216 | 11.7% | |
| Open Punctuation | 7304 | 2.9% | |
| Close Punctuation | 7304 | 2.9% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| B | 14608 | 32.2% | |
| E | 14608 | 32.2% | |
| A | 14608 | 32.2% | |
| C | 1588 | 3.5% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 21912 | 13.6% | |
| s | 17784 | 11.0% | |
| u | 16196 | 10.0% | |
| n | 16196 | 10.0% | |
| a | 14608 | 9.1% | |
| c | 14608 | 9.1% | |
| i | 14608 | 9.1% | |
| e | 8892 | 5.5% | |
| r | 7304 | 4.5% | |
| f | 7304 | 4.5% | |
| m | 7304 | 4.5% | |
| l | 7304 | 4.5% | |
| y | 7304 | 4.5% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 29216 | 100.0% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 7304 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 7304 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 206736 | 82.5% | |
| Common | 43824 | 17.5% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 21912 | 10.6% | |
| s | 17784 | 8.6% | |
| u | 16196 | 7.8% | |
| n | 16196 | 7.8% | |
| B | 14608 | 7.1% | |
| a | 14608 | 7.1% | |
| E | 14608 | 7.1% | |
| c | 14608 | 7.1% | |
| i | 14608 | 7.1% | |
| A | 14608 | 7.1% | |
| e | 8892 | 4.3% | |
| r | 7304 | 3.5% | |
| f | 7304 | 3.5% | |
| m | 7304 | 3.5% | |
| l | 7304 | 3.5% | |
| y | 7304 | 3.5% | |
| C | 1588 | 0.8% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 29216 | 66.7% | ||
| ( | 7304 | 16.7% | |
| ) | 7304 | 16.7% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 250560 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 29216 | 11.7% | ||
| o | 21912 | 8.7% | |
| s | 17784 | 7.1% | |
| u | 16196 | 6.5% | |
| n | 16196 | 6.5% | |
| B | 14608 | 5.8% | |
| a | 14608 | 5.8% | |
| E | 14608 | 5.8% | |
| c | 14608 | 5.8% | |
| i | 14608 | 5.8% | |
| A | 14608 | 5.8% | |
| e | 8892 | 3.5% | |
| r | 7304 | 2.9% | |
| f | 7304 | 2.9% | |
| m | 7304 | 2.9% | |
| l | 7304 | 2.9% | |
| y | 7304 | 2.9% | |
| ( | 7304 | 2.9% | |
| ) | 7304 | 2.9% | |
| C | 1588 | 0.6% |
income
Real number (ℝ≥0)
| Distinct | 8223 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.019014603e+10 |
|---|---|
| Minimum | 0 |
| Maximum | 1.641355086e+13 |
| Zeros | 66 |
| Zeros (%) | 0.7% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4635.95 |
| Q1 | 21494.75 |
| median | 45418.5 |
| Q3 | 139012250 |
| 95-th percentile | 8308526750 |
| Maximum | 1.641355086e+13 |
| Range | 1.641355086e+13 |
| Interquartile range (IQR) | 138990755.2 |
Descriptive statistics
| Standard deviation | 6.143597517e+11 |
|---|---|
| Coefficient of variation (CV) | 15.28632793 |
| Kurtosis | 408.4398343 |
| Mean | 4.019014603e+10 |
| Median Absolute Deviation (MAD) | 38287.5 |
| Skewness | 19.40635474 |
| Sum | 3.573707785e+14 |
| Variance | 3.774379045e+23 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 66 | 0.7% | |
| 4869 | 4 | < 0.1% | |
| 10142 | 3 | < 0.1% | |
| 21364 | 3 | < 0.1% | |
| 22491 | 3 | < 0.1% | |
| 29991 | 3 | < 0.1% | |
| 24042 | 3 | < 0.1% | |
| 6504 | 3 | < 0.1% | |
| 21197 | 3 | < 0.1% | |
| 12011 | 3 | < 0.1% | |
| 20403 | 3 | < 0.1% | |
| 14566 | 3 | < 0.1% | |
| 3649 | 3 | < 0.1% | |
| 6520 | 3 | < 0.1% | |
| 13097 | 3 | < 0.1% | |
| 6350 | 3 | < 0.1% | |
| 4116 | 3 | < 0.1% | |
| 4289 | 3 | < 0.1% | |
| 3942 | 3 | < 0.1% | |
| 35873 | 3 | < 0.1% | |
| 10130 | 3 | < 0.1% | |
| 10888 | 3 | < 0.1% | |
| 36931 | 3 | < 0.1% | |
| 35405 | 3 | < 0.1% | |
| 7316 | 3 | < 0.1% | |
| Other values (8198) | 8753 | 98.4% |
| Value | Count | Frequency (%) | |
| 0 | 66 | 0.7% | |
| 353 | 1 | < 0.1% | |
| 356 | 1 | < 0.1% | |
| 371 | 1 | < 0.1% | |
| 375 | 1 | < 0.1% | |
| 402 | 1 | < 0.1% | |
| 427 | 1 | < 0.1% | |
| 445 | 1 | < 0.1% | |
| 472 | 1 | < 0.1% | |
| 477 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.641355086e+13 | 1 | < 0.1% | |
| 1.5912777e+13 | 1 | < 0.1% | |
| 1.5547661e+13 | 1 | < 0.1% | |
| 1.4811388e+13 | 1 | < 0.1% | |
| 1.406896e+13 | 1 | < 0.1% | |
| 1.3904485e+13 | 1 | < 0.1% | |
| 1.3233436e+13 | 1 | < 0.1% | |
| 1.2492705e+13 | 1 | < 0.1% | |
| 1.2459613e+13 | 1 | < 0.1% | |
| 1.2079444e+13 | 1 | < 0.1% |
| Distinct | 289 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 390 |
| Missing (%) | 4.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.83450953 |
|---|---|
| Minimum | 0 |
| Maximum | 353 |
| Zeros | 211 |
| Zeros (%) | 2.4% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 16 |
| median | 32 |
| Q3 | 50 |
| 95-th percentile | 107.95 |
| Maximum | 353 |
| Range | 353 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 47.06032359 |
|---|---|
| Coefficient of variation (CV) | 1.152464524 |
| Kurtosis | 15.61896045 |
| Mean | 40.83450953 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 3.648759633 |
| Sum | 347175 |
| Variance | 2214.674057 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 211 | 2.4% | |
| 22 | 156 | 1.8% | |
| 23 | 142 | 1.6% | |
| 19 | 138 | 1.6% | |
| 20 | 137 | 1.5% | |
| 15 | 133 | 1.5% | |
| 21 | 133 | 1.5% | |
| 18 | 133 | 1.5% | |
| 28 | 130 | 1.5% | |
| 14 | 130 | 1.5% | |
| 13 | 130 | 1.5% | |
| 16 | 130 | 1.5% | |
| 31 | 129 | 1.5% | |
| 10 | 129 | 1.5% | |
| 24 | 127 | 1.4% | |
| 9 | 127 | 1.4% | |
| 1 | 126 | 1.4% | |
| 17 | 126 | 1.4% | |
| 26 | 126 | 1.4% | |
| 30 | 125 | 1.4% | |
| 11 | 123 | 1.4% | |
| 6 | 122 | 1.4% | |
| 29 | 122 | 1.4% | |
| 32 | 122 | 1.4% | |
| 12 | 122 | 1.4% | |
| Other values (264) | 5173 | 58.2% | |
| (Missing) | 390 | 4.4% |
| Value | Count | Frequency (%) | |
| 0 | 211 | 2.4% | |
| 1 | 126 | 1.4% | |
| 2 | 116 | 1.3% | |
| 3 | 116 | 1.3% | |
| 4 | 116 | 1.3% | |
| 5 | 118 | 1.3% | |
| 6 | 122 | 1.4% | |
| 7 | 119 | 1.3% | |
| 8 | 120 | 1.3% | |
| 9 | 127 | 1.4% |
| Value | Count | Frequency (%) | |
| 353 | 1 | < 0.1% | |
| 352 | 4 | < 0.1% | |
| 346 | 1 | < 0.1% | |
| 340 | 1 | < 0.1% | |
| 339 | 1 | < 0.1% | |
| 337 | 1 | < 0.1% | |
| 335 | 3 | < 0.1% | |
| 334 | 1 | < 0.1% | |
| 333 | 2 | < 0.1% | |
| 332 | 2 | < 0.1% |
| Distinct | 3979 |
|---|---|
| Distinct (%) | 46.8% |
| Missing | 390 |
| Missing (%) | 4.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6081007.275 |
|---|---|
| Minimum | 0 |
| Maximum | 325719178 |
| Zeros | 66 |
| Zeros (%) | 0.7% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1181.65 |
| Q1 | 5346.75 |
| median | 13896 |
| Q3 | 112686 |
| 95-th percentile | 1758397.75 |
| Maximum | 325719178 |
| Range | 325719178 |
| Interquartile range (IQR) | 107339.25 |
Descriptive statistics
| Standard deviation | 37676031.66 |
|---|---|
| Coefficient of variation (CV) | 6.195689291 |
| Kurtosis | 44.01002692 |
| Mean | 6081007.275 |
| Median Absolute Deviation (MAD) | 10788 |
| Skewness | 6.622763281 |
| Sum | 5.170072385e+10 |
| Variance | 1.419483361e+15 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 66 | 0.7% | |
| 126644 | 9 | 0.1% | |
| 1534 | 6 | 0.1% | |
| 3217 | 6 | 0.1% | |
| 794 | 6 | 0.1% | |
| 6070 | 6 | 0.1% | |
| 5557 | 6 | 0.1% | |
| 5739 | 6 | 0.1% | |
| 12131 | 6 | 0.1% | |
| 5613 | 5 | 0.1% | |
| 7485 | 5 | 0.1% | |
| 8292 | 5 | 0.1% | |
| 7567 | 5 | 0.1% | |
| 1541 | 5 | 0.1% | |
| 3601 | 5 | 0.1% | |
| 132202 | 5 | 0.1% | |
| 2334 | 5 | 0.1% | |
| 1385 | 5 | 0.1% | |
| 223507 | 5 | 0.1% | |
| 259520 | 5 | 0.1% | |
| 6881 | 5 | 0.1% | |
| 247405 | 5 | 0.1% | |
| 114827 | 5 | 0.1% | |
| 233746 | 5 | 0.1% | |
| 6118 | 5 | 0.1% | |
| Other values (3954) | 8305 | 93.4% | |
| (Missing) | 390 | 4.4% |
| Value | Count | Frequency (%) | |
| 0 | 66 | 0.7% | |
| 202 | 2 | < 0.1% | |
| 204 | 2 | < 0.1% | |
| 209 | 2 | < 0.1% | |
| 277 | 2 | < 0.1% | |
| 290 | 2 | < 0.1% | |
| 316 | 2 | < 0.1% | |
| 345 | 2 | < 0.1% | |
| 403 | 2 | < 0.1% | |
| 414 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 325719178 | 2 | < 0.1% | |
| 323127513 | 2 | < 0.1% | |
| 320896618 | 4 | < 0.1% | |
| 318857056 | 2 | < 0.1% | |
| 318563456 | 2 | < 0.1% | |
| 316497531 | 2 | < 0.1% | |
| 316427395 | 2 | < 0.1% | |
| 314112078 | 2 | < 0.1% | |
| 314102623 | 2 | < 0.1% | |
| 311721632 | 2 | < 0.1% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1682 |
| Missing (%) | 18.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20155621.99 |
|---|---|
| Minimum | 20140612 |
| Maximum | 20190131 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 20140612 |
|---|---|
| 5-th percentile | 20151119 |
| Q1 | 20151119 |
| median | 20151119 |
| Q3 | 20161117 |
| 95-th percentile | 20170628 |
| Maximum | 20190131 |
| Range | 49519 |
| Interquartile range (IQR) | 9998 |
Descriptive statistics
| Standard deviation | 8042.790412 |
|---|---|
| Coefficient of variation (CV) | 0.0003990345926 |
| Kurtosis | 5.563195653 |
| Mean | 20155621.99 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.982201231 |
| Sum | 1.453220346e+11 |
| Variance | 64686477.61 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 20151119 | 4414 | 49.6% | |
| 20161117 | 2168 | 24.4% | |
| 20140612 | 160 | 1.8% | |
| 20180808 | 144 | 1.6% | |
| 20190131 | 128 | 1.4% | |
| 20170628 | 128 | 1.4% | |
| 20160928 | 64 | 0.7% | |
| 20170711 | 4 | < 0.1% | |
| (Missing) | 1682 | 18.9% |
| Value | Count | Frequency (%) | |
| 20140612 | 160 | 1.8% | |
| 20151119 | 4414 | 49.6% | |
| 20160928 | 64 | 0.7% | |
| 20161117 | 2168 | 24.4% | |
| 20170628 | 128 | 1.4% | |
| 20170711 | 4 | < 0.1% | |
| 20180808 | 144 | 1.6% | |
| 20190131 | 128 | 1.4% |
| Value | Count | Frequency (%) | |
| 20190131 | 128 | 1.4% | |
| 20180808 | 144 | 1.6% | |
| 20170711 | 4 | < 0.1% | |
| 20170628 | 128 | 1.4% | |
| 20161117 | 2168 | 24.4% | |
| 20160928 | 64 | 0.7% | |
| 20151119 | 4414 | 49.6% | |
| 20140612 | 160 | 1.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| stateabbrv | statename | stfips | areatyname | areaname | areatype | area | periodyear | periodtype | pertypdesc | period | inctype | incdesc | incsource | incsrcdesc | income | incrank | population | releasedate | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 1929 | 1 | Annual | 0 | 1 | Total Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 85126000000 | 0.0 | 121769000.0 | 20140612.0 |
| 1 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 1929 | 1 | Annual | 0 | 2 | Per Capita Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 699 | 0.0 | 121769000.0 | 20140612.0 |
| 2 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 1930 | 1 | Annual | 0 | 1 | Total Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 76371000000 | 0.0 | 123075000.0 | 20140612.0 |
| 3 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 1930 | 1 | Annual | 0 | 2 | Per Capita Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 621 | 0.0 | 123075000.0 | 20140612.0 |
| 4 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 1931 | 1 | Annual | 0 | 1 | Total Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 65507000000 | 0.0 | 124038000.0 | 20140612.0 |
| 5 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 1931 | 1 | Annual | 0 | 2 | Per Capita Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 528 | 0.0 | 124038000.0 | 20140612.0 |
| 6 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 1932 | 1 | Annual | 0 | 1 | Total Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 50134000000 | 0.0 | 124839000.0 | 20140612.0 |
| 7 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 1932 | 1 | Annual | 0 | 2 | Per Capita Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 402 | 0.0 | 124839000.0 | 20140612.0 |
| 8 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 1933 | 1 | Annual | 0 | 1 | Total Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 47085000000 | 0.0 | 125580000.0 | 20140612.0 |
| 9 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 1933 | 1 | Annual | 0 | 2 | Per Capita Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 375 | 0.0 | 125580000.0 | 20140612.0 |
Last rows
| stateabbrv | statename | stfips | areatyname | areaname | areatype | area | periodyear | periodtype | pertypdesc | period | inctype | incdesc | incsource | incsrcdesc | income | incrank | population | releasedate | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8882 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 2012 | 1 | Annual | 0 | 1 | Total Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 13904485000000 | 0.0 | 314102623.0 | 20160928.0 |
| 8883 | CO | Colorado | 8 | State | Colorado | 1 | 0 | 2009 | 1 | Annual | 0 | 1 | Total Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 198082468000 | 23.0 | 4972195.0 | 20160928.0 |
| 8884 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 1996 | 1 | Annual | 0 | 1 | Total Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 6661697000000 | 0.0 | 269394284.0 | 20151119.0 |
| 8885 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 1994 | 1 | Annual | 0 | 1 | Total Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 5930316000000 | 0.0 | 263125821.0 | 20151119.0 |
| 8886 | CO | Colorado | 8 | Metropolitan Statistical Area | Denver - Aurora MSA | 21 | 19740 | 2014 | 1 | Annual | 0 | 1 | Total Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 148684245000 | 17.0 | 2754258.0 | 20151119.0 |
| 8887 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 1978 | 1 | Annual | 0 | 1 | Total Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 1851867000000 | 0.0 | 222098244.0 | 20151119.0 |
| 8888 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 1973 | 1 | Annual | 0 | 1 | Total Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 1131213000000 | 0.0 | 211349205.0 | 20151119.0 |
| 8889 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 1986 | 1 | Annual | 0 | 1 | Total Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 3712243000000 | 0.0 | 240132831.0 | 20151119.0 |
| 8890 | CO | Colorado | 8 | State | Colorado | 1 | 0 | 2000 | 1 | Annual | 0 | 1 | Total Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 147226744000 | 22.0 | 4326921.0 | 20160928.0 |
| 8891 | US | U.S.A. | 0 | United States | United States | 0 | 0 | 1988 | 1 | Annual | 0 | 1 | Total Personal Income - Bureau of Economic Analysis | 3 | Bureau of Economic Analysis (BEA) | 4260753000000 | 0.0 | 244499004.0 | 20151119.0 |